{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "f242a5e5",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import sys\n",
    "\n",
    "import numpy as np\n",
    "import librosa\n",
    "import matplotlib.pyplot as plt\n",
    "import torch\n",
    "import tensorboard\n",
    "\n",
    "from models import *\n",
    "from pytorch_utils import move_data_to_device\n",
    "import config"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "ff60f590",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<All keys matched successfully>"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sample_rate=32000\n",
    "window_size=1024\n",
    "hop_size=320\n",
    "mel_bins=64\n",
    "fmin=50\n",
    "fmax=14000\n",
    "classes_num=config.classes_num\n",
    "\n",
    "device = torch.device('cuda') if torch.cuda.is_available() else torch.device('cpu')\n",
    "\n",
    "model_type = 'MobileNetV1'\n",
    "checkpoint_path = 'pretrained_models/MobileNetV1_mAP=0.389.pth'\n",
    "Model = eval(model_type)\n",
    "model = Model(sample_rate=sample_rate, window_size=window_size, \n",
    "              hop_size=hop_size, mel_bins=mel_bins, fmin=fmin, fmax=fmax, \n",
    "              classes_num=classes_num)\n",
    "\n",
    "checkpoint = torch.load(checkpoint_path, map_location=device)\n",
    "model.load_state_dict(checkpoint['model'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "ac477b22",
   "metadata": {},
   "outputs": [],
   "source": [
    "if 'cuda' in str(device):\n",
    "    model.to(device)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bf229c5a",
   "metadata": {},
   "source": [
    "### Test on \"speech-whistling\" data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "f57adb79",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio  controls=\"controls\" >\n",
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\" type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import IPython\n",
    "\n",
    "audio_path='resources/speech_whistling2.wav'\n",
    "\n",
    "# 1 sec of speech, 3 secs of whistling\n",
    "IPython.display.Audio(audio_path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "91961c4f",
   "metadata": {},
   "outputs": [],
   "source": [
    "def make_prediction(model, waveform):\n",
    "    waveform_device = move_data_to_device(waveform, device)\n",
    "    with torch.no_grad():\n",
    "        model.eval()\n",
    "        batch_output_dict = model(waveform_device, None)\n",
    "    return batch_output_dict"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "c812bf5a",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(1, 527)\n",
      "Top three predicted classes: ['Whistling', 'Whistle', 'Speech']\n"
     ]
    }
   ],
   "source": [
    "# Load audio\n",
    "waveform, _ = librosa.core.load(audio_path, sr=sample_rate, mono=True)\n",
    "waveform = waveform[None, :]    # (1, audio_length)\n",
    "\n",
    "batch_output_dict = make_prediction(model, waveform)\n",
    "\n",
    "predicted = batch_output_dict['clipwise_output'].cpu().numpy()\n",
    "predicted_array_top_3 = np.argsort(predicted, axis=1)[:,::-1][:, :3]\n",
    "print(predicted.shape)\n",
    "for i in range(predicted_array_top_3.shape[0]):\n",
    "    print('Top three predicted classes:', [config.labels[item] for item in predicted_array_top_3[i,:]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "ebc87a5c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['Speech', 'Speech synthesizer', 'Narration, monologue']\n"
     ]
    }
   ],
   "source": [
    "# just predict the speech part\n",
    "speech_part = waveform[:, :sample_rate]\n",
    "\n",
    "batch_output_dict_speech_part = make_prediction(model, speech_part)\n",
    "predicted_speech_part = batch_output_dict_speech_part['clipwise_output'].cpu().numpy()\n",
    "predicted_speech_part_array_top_3 = np.argsort(predicted_speech_part, axis=1)[:,::-1][:, :3]\n",
    "for i in range(predicted_speech_part_array_top_3.shape[0]):\n",
    "    print([config.labels[item] for item in predicted_speech_part_array_top_3[i,:]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "3d6efa0d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['Whistling', 'Whistle', 'Music']\n"
     ]
    }
   ],
   "source": [
    "# just predict the whistling part\n",
    "whistling_part = waveform[:, sample_rate:]\n",
    "batch_output_dict_whistling_part = make_prediction(model, whistling_part)\n",
    "predicted_whistling_part = batch_output_dict_whistling_part['clipwise_output'].cpu().numpy()\n",
    "predicted_whistling_part_array_top_3 = np.argsort(predicted_whistling_part, axis=1)[:,::-1][:, :3]\n",
    "\n",
    "for i in range(predicted_whistling_part_array_top_3.shape[0]):\n",
    "    print([config.labels[item] for item in predicted_whistling_part_array_top_3[i,:]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0df1c3e8",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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